Hybridized artificial intelligence models with nature-inspired algorithms for river flow modeling: A comprehensive review, assessment, and possible future research …
H Tao, SI Abba, AM Al-Areeq, F Tangang… - … Applications of Artificial …, 2024 - Elsevier
River flow (Q flow) is a hydrological process that considerably impacts the management and
sustainability of water resources. The literature has shown great potential for nature-inspired …
sustainability of water resources. The literature has shown great potential for nature-inspired …
[HTML][HTML] Decomposition-based wind power forecasting models and their boundary issue: An in-depth review and comprehensive discussion on potential solutions
Recently, numerous forecasting models have been reported in the wind power forecasting
field, aiming for reliable integration of renewable energy into the electric grid. Decomposition …
field, aiming for reliable integration of renewable energy into the electric grid. Decomposition …
Long lead-time daily and monthly streamflow forecasting using machine learning methods
Long lead-time streamflow forecasting is of great significance for water resources planning
and management in both the short and long terms. Despite of some studies using machine …
and management in both the short and long terms. Despite of some studies using machine …
Streamflow and rainfall forecasting by two long short-term memory-based models
Prediction of streamflow and rainfall is important for water resources planning and
management. In this study, we developed two hybrid models, based on long short-term …
management. In this study, we developed two hybrid models, based on long short-term …
Monthly runoff time series prediction by variational mode decomposition and support vector machine based on quantum-behaved particle swarm optimization
Z Feng, W Niu, Z Tang, Z Jiang, Y Xu, Y Liu… - Journal of Hydrology, 2020 - Elsevier
Accurate monthly runoff prediction plays an important role in the planning and management
of water resources. However, owing to climate changes and human activities, natural runoff …
of water resources. However, owing to climate changes and human activities, natural runoff …
Decomposition ensemble model based on variational mode decomposition and long short-term memory for streamflow forecasting
G Zuo, J Luo, N Wang, Y Lian, X He - Journal of Hydrology, 2020 - Elsevier
Reliable and accurate streamflow forecasting is vital for water resource management. Many
streamflow prediction studies have demonstrated the excellent prediction ability of …
streamflow prediction studies have demonstrated the excellent prediction ability of …
A robust method for non-stationary streamflow prediction based on improved EMD-SVM model
E Meng, S Huang, Q Huang, W Fang, L Wu, L Wang - Journal of hydrology, 2019 - Elsevier
Monthly streamflow prediction can offer important information for optimal management of
water resources, flood mitigation, and drought warning. The semi-humid and semi-arid Wei …
water resources, flood mitigation, and drought warning. The semi-humid and semi-arid Wei …
Streamflow forecasting using extreme gradient boosting model coupled with Gaussian mixture model
L Ni, D Wang, J Wu, Y Wang, Y Tao, J Zhang, J Liu - Journal of Hydrology, 2020 - Elsevier
The establishment of an accurate and reliable forecasting model is important for water
resource planning and management. In this study, we developed a hybrid model (namely …
resource planning and management. In this study, we developed a hybrid model (namely …
Time series-based groundwater level forecasting using gated recurrent unit deep neural networks
H Lin, A Gharehbaghi, Q Zhang, SS Band… - Engineering …, 2022 - Taylor & Francis
In this research, the mean monthly groundwater level with a range of 3.78 m in Qoşaçay
plain, Iran, is forecast. Regarding three different layers of gated recurrent unit (GRU) …
plain, Iran, is forecast. Regarding three different layers of gated recurrent unit (GRU) …
Spatiotemporal characteristics and attribution of dry/wet conditions in the Weihe River Basin within a typical monsoon transition zone of East Asia over the recent 547 …
Abstract The Weihe River Basin (WRB) in a monsoon transition zone of East Asia interacts
with multiple weather systems and is susceptible to floods and droughts. We developed a …
with multiple weather systems and is susceptible to floods and droughts. We developed a …